11 citations · 21 across the 4 of their papers we have counts for
4 papers
Automated patent extraction powers generative modeling in focused chemical spaces
Akshay Subramanian, Kevin P. Greenman, Alexis Gervaix +2
Deep generative models have emerged as an exciting avenue for inverse molecular design, with progress coming from the interplay between training algorithms and molecular representa…
Dataset of gold nanoparticle sizes and morphologies extracted from literature-mined microscopy images
Akshay Subramanian, Kevin Cruse, Amalie Trewartha +3
The factors controlling the size and morphology of nanoparticles have so far been poorly understood. Data-driven techniques are an exciting avenue to explore this field through the…
COVIDScholar: An automated COVID-19 research aggregation and analysis platform
Amalie Trewartha, John Dagdelen, Haoyan Huo +8
The ongoing COVID-19 pandemic has had far-reaching effects throughout society, and science is no exception. The scale, speed, and breadth of the scientific community's COVID-19 res…
Inverse Design of Potential Singlet Fission Molecules using a Transfer Learning Based Approach
Akshay Subramanian, Utkarsh Saha, Tejasvini Sharma +2
Singlet fission has emerged as one of the most exciting phenomena known to improve the efficiencies of different types of solar cells and has found uses in diverse optoelectronic a…